JavaScript · MIT
Shiyao-Huang/awesome-agent-evolution
Open survey and evidence map for AI agent evolution, self-evolving agents, memory, skills, harnesses, benchmarks, and agent-swarm systems.
★ 188
Stars
20 forks · 4 open issues
—
Growth · stale
We stopped seeing this repository in its topic's top results, so its star count is frozen at the date it was last read. Subtracting from a frozen number would read as zero growth, which would be false, so no rate is shown.
13.8
Momentum / 100
see the breakdown below
5mo ago
Created
last push 3mo ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 0.0 | — — no measurable rate |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 7.2 | last push 3mo ago; decays to zero at 180 days |
| Scale | 15 | 6.6 | 188 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 13.8 | capped at 35 because growth is unmeasured |
Detail
| Topics | agent-evolutionagent-frameworkagent-swarmai-agentai-agentsai-researchautonomous-agentawesome-listbenchmarkharness-engineeringllmllm-agentmemory-systemmulti-agentprompt-engineeringself-evolutionself-evolvingself-evolving-agentsself-improvementskill-library |
| Matched on | AI Agents (llm-agent) |
| Short window | no snapshot 5–10 days old yet |
| Long window | +0 stars over 26 days = 0.0/day |
| Lifetime average | 1.13 stars/day over 167 days |
| First seen here | 2026-10-11 |
| Last read | 26d ago |